tensorflow / tensorflow/tflite-support

Profiling a TFLite

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#628 4 comments 0 reactions 1 assignee View on GitHub

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Since Jul 29, 2021.

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Description

Hello everybody :)

I am using a custom TFLite model in an Android Studio Application and want to profile it so I can see the resources spent in each layer of the model. I have followed https://www.tensorflow.org/lite/performance/measurement but I am not capable of seeing the layer-specific resources in the profiler window. I wonder what is the best way of profiling the TFLite model (I have seen that it can also be done directly with adb but I'm not sure the profiled results are consistent with the real ones obtained in Android Studio).

Thank you!

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